OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Sensor Networks is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	21
An Improved Sparrow Search Algorithm and Its Application in Wireless Sensor Node Coverage Problem	20
Simultaneously transmitting and reflecting reconfigurable intelligent surfaces with RF energy harvesting	15
Grouping visual enhancements for Picviz logging visualisation	11
Aero-Engine Blade Detection and Tracking Using Networked Borescopes	10
Reinforcement learning approach for quality of coverage-driven mobile charger optimal scheduling in wireless rechargeable sensor networks	9
Sleep behaviour monitoring based on the probability density model	9
SecCal-ALGT: a Security-Calibrated Adaptive Local	8
UWB time of flight-based indoor IoT localisation solution with deep learning optimised by meta-heuristics	8
Spatio-Temporal Feature Extraction in Sensor Networks for Enhancing Wind Forecasting Accuracy	8
Fusing Multi-Source Sensor-Derived Microclimate Data for Thermal Comfort Mapping of Urban Blocks	8
Integrating time-series InSAR with lightweight sensor networks for subsidence monitoring in black soil wetlands	7
Construction and Application of an IoT-Based Sensor Network for Real-Time Monitoring of Temperature-Induced Deformation in Ready-Mixed Fluid-State Solidified Soil Backfill	7
A dynamic context-based routing protocol for effective packet forwarding in opportunistic network	7
On Increasing Device Energy Efficiency in LoRaWAN Networks via a Learning-Automata-Based Approach	6
Advanced air quality prediction modelling using intelligent optimisation algorithm in urban regions	6
A Dynamic Sensing-Based, Adaptive Energy-Efficient Transmission Scheme for Wireless Sensor Networks in Perishable Goods Monitoring	6
Orientation and Trajectory-Specific Movement Assistance for Quadcopter Control using Machine Vision Input	6
The Fuzzy-IAVOA Energy-Aware Routing Algorithm for SDN-based IoT Networks	6
DynO-IoT: a dynamic ontology for provisioning semantic interoperability in internet of things	5
PPSSDHE: Privacy Preservation in Smartphone Sensors Data using ElGamal Homomorphic Encryption	5
An Edge-Driven Based Sensor Selection and Sensory Data Prediction Model for Minimizing Energy Consumption in WSNs	5
Dependent task offloading based on proactive replication	5
Real-Time Quantification of Group Attention via Multimodal Sensors and Spatio-Temporal GNN	5
Research and implementation on a Trojan detection approach based on sensor path delay for golden-free chips	5

Designing and testing of Low-Power Air Quality Monitoring Sensor Node using LoRa Technology	5
Machine learning-based fault detection scheme for IoT-enabled WSNs	5
Cybersecurity, throughput and delay analysis using multiple reconfigurable intelligent surfaces	4
Node WSN localisation based on adaptive crossover-mutation differential evolution	4
Spacetime graph convolution driven sensing edge node collaboration for photovoltaic fault diagnosis	4
NOMA-VLC power allocation optimisation assisted by UAV	4
An improved sparrow search algorithm and its application in wireless sensor node coverage problem	4
Distributed Fault Diagnosis for Data Reliability in Operational Status Monitoring of Large Mining Electric Shovels	4
Empowering IoT Security: An Innovative Handover-Driven Node Selection Approach to Tackle Conscious Mobile Eavesdropping	4
A feature-driven approach for ADAS using real-time smartphone inertial sensor data	4
IoT trust aggregation using hybrid outlier detection and consensus	4
Inertial sensing and graph convolutional transformer for wearable real-time motion recognition	4
Advanced Air Quality Prediction Modelling using Intelligent Optimisation Algorithm in Urban Regions	4
Dynamic Image Compression and Reconstruction via Tensor Decomposition on Edge Nodes	3
Fault Diagnosis Model for Railway Signaling Equipment Using Deep Learning Techniques	3
Automatic detection of rectal cancer lesion images based on the improved MR-U-Net deep learning network	3
Temperature and Humidity Monitoring and Communication System for Coal Mine Working based on LoRa	3
Fault diagnostics on railway switches and crossings using a bat-optimized sequence-to-sequence neural model	3
Privacy-Preserving Computation Offloading for Intelligent Connected Vehicles via a Joint-Objective Alternating Multiplier Method	3
Enhancing Intrusion Detection Through Anomaly Detection and Integrated Deep Learning with TabTransformer	3
An Edge Computing Offloading Strategy based on Multi-Dimensional Attributes and Distributed Deep Learning	3
Performance Analysis of Various Machine Learning Models for Membership Inference Attack	3
AROS: Human Action Recognition by Spatio-Temporal Fusion Mechanism Based on Optimized Subcarriers	3
Improving fault diagnosis in elevator systems with GAN-based synthetic data	3
Dynamic image compression and reconstruction via tensor decomposition on edge nodes	3
Channel estimation in OFDM systems based on the Mamdani fuzzy genetic algorithm	3
Aero-engine blade detection and tracking using networked borescopes	3
Robust Navigation for Autonomous Driving Sensor Networks Based on Variational Bayesian Cubature Kalman Filter	3
Service composition optimisation of virtual resource allocation management in the cloud environment based on green scheduling	3
A Transformative Deep Learning Framework for Traffic Modelling using sensors-based multiresolution traffic data.	2
Real-Time Pronunciation Feedback System for Language Learning Integrating Speech Recognition and Sensor Networks	2
ESFM-Net: low-dose CT artefact suppression method based on edge-guided spatial-frequency mutual network	2
On the physical layer security of CR-NOMA assisted intelligent transportation networks	2
Blind reconfigurable intelligent surfaces for dynamic offloading in fixed-NOMA mobile edge networks	2
Residual Spatial-Temporal Graph Convolutional Neural Network for On-Street Parking Availability Prediction	2
Analysis of GNSS data quality based on Anubis and RTKLIB and single-point positioning accuracy in different environments for Android smartphones	2
CAPS6: context aware parent node selection in 6TiSCH network-based industrial internet of things	2
A dynamic interactive system for intelligent lighting art installations based on multimodal sensing	2
Synchronized Multimodal Physiological Sensor Networks for Emotional State Mapping in Interrogation Environments	2
RCAU-Net: convolutional networks with residual channel attention for non-uniformity correction	2
A behaviour detection algorithm integrating lightweight networks and feature recombination	2
A Rotatable Battery Recognition Method Based on Improved YOLOv5	2
RDBL-Net: detection of foreign objects on transmission lines based on positional encoding multiscale feature fusion	2
Advanced GNSS Positioning for Low-Cost Android Smartphones using RTS Assisted Extended Kalman Filter	2
Security analysis and improvement of key exchange protocol in LoRaWAN network	2
Routing techniques using reconfigurable intelligent surfaces	2
A review of beaconing schemes for routing protocols in flying ad-hoc networks	2
A Novel Federated Learning Approach for Routing Optimisation in Opportunistic IoT Networks	2
Cloud-Enabled Internet of Things for Environmental Data Collection: Prototype and Evaluation	2
MultiNeigh-GNN: a Multi-Order Neighbouring Data Fusion Graph Neural Network for IoT Intrusion Detection	2

Optimization of Indoor Sensor Network Localization Technology Fusing Building Visual Features	1
Resource management optimisation for federated learning-enabled multi-access edge computing in internet of vehicles	1
6G-enhanced context-aware systems in adaptive ubiquitous learning environments for music education via edge intelligence	1
LSB-DSN: Sensor-Assisted Deep Learning for Robust English Speech Recognition	1
Machine Oil Leakage Detection Based on An Improved YOLOv4-tiny Neural Network	1
Cybersecurity, Throughput and Delay Analysis using Multiple Reconfigurable Intelligent Surfaces	1
Research on UWB-based cooperative relay positioning mechanism for firefighters	1
Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surfaces with Energy Harvesting from a Water Flow	1
Delay Optimisation using Intelligent Omni-Surfaces (IOS)	1
FSFDS: enhancing flight sensor fault diagnosis via diffusion and self-attention networks	1
Design and analysis of a robust security layer for software defined network framework	1
Enhanced Data Rates with Solar Energy Harvesting (SEH)	1
MTS-GAT: Multivariate Time Series Anomaly Detection Based on Graph Attention Networks	1
A lightweight depthwise separable convolution network for event detection in phase-sensitive optical time domain reflectometry	1
Enhancing VoIP quality in mobile networks through optimised MOS prediction and base station clustering with SDN	1
AGV Semantic Attack Detection Based on Extended Stochastic Petri Net	1
A novel offloading algorithm for cost-sensitive tasks in VEC networks using deep reinforcement learning	1
A Rate Adaption Algorithm for Backscatter Networks in Mobile Scenes	1
Design and Analysis of a Robust Security Layer for Software Defined Network Framework	1
A novel drone recovery system in IoT environment	1
IoT emergency healthcare system using ML-based triage	1
Energy-Efficient Data Reduction and Reconstruction Schemes to Enhance Network Lifetime in Wireless Sensor Networks	1
Efficient data acquisition with wireless powered sensor networks for smart healthcare in hospitals	1
DDQN-based data laboratory energy consumption control model	1
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
Analysis and handling of biased data provided by wireless sensor networks with lack of energy	1
Service composition optimization of virtual resource allocation management in the cloud environment based on green scheduling	1
A Dynamic Interactive System for Intelligent Lighting Art Installations based on Multimodal Sensing	1
An Economic Cost-Saving Strategy Based on a Hybrid 4G-5G Offload Architecture in Vehicular Edge Computing	1
A lightweight security scheme to defend against quantum attack in IoT-based energy internet	1
Three-Dimensional Field Reconstruction for Food Fermentation Processes Using Dynamic Sensing Network	1
Hybrid CNN-LSTM Model Combined with Feature Selection and SMOTE for Detection of Network Attacks	1
IoT Trust Aggregation using Hybrid Outlier Detection and Consensus	1
Task offloading and resource allocation for intersection scenarios in vehicular edge computing	1
Grouping Visual Enhancements for Picviz Logging Visualization	1
Dynamic prediction of photovoltaic maximum power based on sensor network multimodal data and transformer-LSTM	1
Self-localisation of IoT devices with imperfect measurements via approximate maximum-likelihood estimation	1
Deep learning-based power quality disturbance detection and classification in smart grid	1
Fault diagnosis model for railway signalling equipment using deep learning techniques	1
Dependent task offloading based on proactive replication	1
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
Named entity recognition for function point descriptions in software cost estimation processes	1
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	1